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TableĀ 3 Measures for assessing prediction performance

From: RepCOOL: computational drug repositioning via integrating heterogeneous biological networks

\(Recall = \frac{TP}{TP + FN}\) Positive correctly predicted
\(Precision = \frac{TP}{TP + FP}\) Positive predictive value
\(Accuracy = \frac{{{\text{TP}} + {\text{TN}}}}{{{\text{TP}} + {\text{TN}} + {\text{FP}} + {\text{FN}}}}\) Correctly predicted
\(F - measure = \frac{2 \times Presion \times Sensitivity}{Presion + Sensitivity}\) The harmonic mean of sensitivity and specificity